1 citations · 2 across the 5 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2023★ 1 cited
Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers
John Cao, Muhammad Umar B. Niazi, Matthieu Barreau +1
This paper presents a novel observer-based approach to detect and isolate faulty sensors in nonlinear systems. The proposed sensor fault detection and isolation (s-FDI) method appl…
math.OC2022★ 1 cited
Learning-based Design of Luenberger Observers for Autonomous Nonlinear Systems
Muhammad Umar B. Niazi, John Cao, Xudong Sun +2
Designing Luenberger observers for nonlinear systems involves the challenging task of transforming the state to an alternate coordinate system, possibly of higher dimensions, where…